Quang Duong
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✨ AI/ML, MLOps, LLMOps
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Implement Guardrails for Domain-specific Chatbots
Input & Output Guardrails for Food and Dish Recommendation Chatbot | Asynchronous Programming | SOLID Principles
Chatbot Guardrail
Asynchronous Programming
SOLID Principles
Dec 1, 2024
16 min
Build Conversational Agentic Chatbot
Building conversational chatbot using agent (tool/function calling) to interact with database
Agentic Chatbot
Conversational Chatbot
Function Calling
Nov 23, 2024
14 min
Fine-Tune Qwen2.5-3B with DPO & Unsloth
Fine-Tuning Qwen2.5-3B with DPO using Unsloth on Preference TinyStories Dataset
Finetuning
DPO
Unsloth
Qwen
Aug 26, 2024
8 min
Supervised Fine-Tune Qwen2.5-3B with LoRA & Unsloth
Finetuning Qwen2.5-3B with SFT-Lora using Unsloth on TinyStories instruction dataset
Finetuning
LORA
Unsloth
Aug 25, 2024
12 min
Create Preference Dataset for DPO Fine-Tuning
Leveraging LLMs for creating preference dataset for DPO Fine-Tuning
preference-dataset
Aug 18, 2024
4 min
Create Instruction Dataset for Supervised Fine-Tuning
Leveraging LLMs for creating instruction dataset for Supervised Fine-Tuning
instruction-dataset
Aug 11, 2024
7 min
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